Offshore wind turbine operations and maintenance: A state-of-the-art review

Z Ren, AS Verma, Y Li, JJE Teuwen, Z Jiang - Renewable and Sustainable …, 2021‏ - Elsevier
Operations and maintenance of offshore wind turbines (OWTs) play an important role in the
development of offshore wind farms. Compared with operations, maintenance is a critical …

Gearbox condition monitoring in wind turbines: A review

JP Salameh, S Cauet, E Etien, A Sakout… - Mechanical Systems and …, 2018‏ - Elsevier
Wind turbine technology is experiencing rapid growth with respect to size, market share, and
technological design. Operational and maintenance cost directly determine whether the …

Critical wind turbine components prognostics: A comprehensive review

M Rezamand, M Kordestani… - IEEE Transactions …, 2020‏ - ieeexplore.ieee.org
As wind energy is becoming a significant utility source, minimizing the operation and
maintenance (O&M) expenses has raised a crucial issue to make wind energy competitive to …

Condition-based maintenance of wind turbine structures: A state-of-the-art review

SY Oh, C Joung, S Lee, YB Shim, D Lee… - … and Sustainable Energy …, 2024‏ - Elsevier
Wind turbine structures have become increasingly popular due to global trends in
renewable energy policies. However, more than 3800 failures are reported annually, and …

Open-circuit fault diagnosis in PMSG drives for wind turbine applications

NMA Freire, JO Estima… - IEEE Transactions on …, 2012‏ - ieeexplore.ieee.org
Condition monitoring and fault diagnosis are currently considered crucial means to increase
the reliability and availability of wind turbines and, consequently, to reduce the wind energy …

Bearing fault diagnosis for direct-drive wind turbines via current-demodulated signals

X Gong, W Qiao - IEEE Transactions on Industrial Electronics, 2013‏ - ieeexplore.ieee.org
Bearing faults account for a large portion of all faults in wind turbine generators (WTGs).
Current-based bearing fault diagnosis techniques have great economic benefits and are …

[HTML][HTML] Intelligent condition monitoring of wind power systems: State of the art review

M Benbouzid, T Berghout, N Sarma, S Djurović, Y Wu… - Energies, 2021‏ - mdpi.com
Modern wind turbines operate in continuously transient conditions, with varying speed,
torque, and power based on the stochastic nature of the wind resource. This variability …

Rotor-current-based fault diagnosis for DFIG wind turbine drivetrain gearboxes using frequency analysis and a deep classifier

F Cheng, J Wang, L Qu, W Qiao - IEEE transactions on industry …, 2017‏ - ieeexplore.ieee.org
Fault diagnosis of drivetrain gearboxes is a prominent challenge in wind turbine condition
monitoring. Many machine learning algorithms have been applied to gearbox fault …

Review of magnetic gear technologies and their applications in marine energy

B McGilton, R Crozier, A McDonald… - IET Renewable Power …, 2018‏ - Wiley Online Library
The marine energy industry is in its early stages but has a large potential for growth. One of
the most significant challenges is the reduction of operation and maintenance costs …

Integrated predictive analytics and optimization for opportunistic maintenance and operations in wind farms

M Yildirim, NZ Gebraeel, XA Sun - IEEE Transactions on power …, 2017‏ - ieeexplore.ieee.org
This paper proposes an integrated framework for wind farm maintenance that combines i)
predictive analytics methodology that uses real-time sensor data to predict future …